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Automation Risk Analysis

Will “Plastics and Composites Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Plastics and Composites Inspector” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Plastics and Composites Inspector” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Analyze test data, making computations as necessary, to determine test results.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Notify supervisors or other personnel of production problems.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Compute defect percentages or averages, using formulas and calculators.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Recommend necessary corrective actions, based on inspection results.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Position products, components, or parts for testing.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Collect or select samples for testing or for use as models.

  • Compute usable amounts of items in shipments.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

Technologies & Software

  • Nova (Amazon)
  • DeepSeek
  • Computer assisted design software
  • Microsoft Access
  • Computer-aided inspection software
  • The MathWorks MATLAB
  • Microsoft Office software
  • IBM Lotus Notes
  • Verisurf Metrology
  • Microsoft PowerPoint
  • ABB AI Robotics
  • Cybermetrics GAGETrak
  • R
  • Mistral (Mistral AI)
  • Database software
  • Gemini (Google)
  • Apache Pig
  • SAP software
  • Autodesk AutoCAD
  • Mastercam computer-aided design and manufacturing software
  • Coordinate measuring machine software
  • Dassault Systemes SolidWorks
  • Inspection marking systems
  • Data analysis software
  • Microsoft Outlook
  • Apache Hive
  • Wilcox Associates PC-DMIS Inspection Planner
  • Microsoft Excel
  • Llama (Meta)
  • Rockwell Automation AI
  • Cognex Vision AI
  • Skype
  • Selenium
  • Microsoft Visio
  • Data entry software
  • Qwen (Alibaba)
  • FileMaker Pro
  • Structured query language SQL
  • Microsoft Word
  • Grok (xAI)
  • Atlassian JIRA
  • Minitab
  • Statistical process control SPC data collection devices
  • Design of experiments DOE software
  • Tolerance analysis software
  • IBM Notes
  • Medical condition coding software
  • Mastercam Design
  • Extensible markup language XML
  • ChatGPT (OpenAI)
  • Kimi (Moonshot AI)
  • Dassault Systemes CATIA
  • Siemens Industrial AI
  • Label inspection systems
  • Claude (Anthropic)
  • Sight Machine AI
  • Microsoft SharePoint
  • Bit error rate testers BERT
  • Beta gauges
  • Sampling oscilloscopes
  • Digital voltmeters DVM
  • Micrometers
  • Fatigue testers
  • Measuring microscopes
  • Shear testers
  • Frequency counters
  • Digital multimeters
  • Impact hammers
  • Calipers
  • Hydraulic lifts
  • Utrasonic flaw detectors
  • Verisurf Master3DGage
  • Pi tapes
  • Power meters
  • Verisurf CMM Master
  • Return loss calibrator RLC passive component testers
  • Vibration and shaker systems
  • Bubble leak testers
  • Ammeters
  • Plotters
  • Conductivity meters
  • Multimeters
  • Radiographic flaw detectors
  • Force transducers
  • Sorting machines
  • Piezoelectric acceleration instruments
  • Creep and stress relaxation testers
  • Digital resistance meters
  • Hardness testers
  • Forklifts
  • Ductility testers
  • Calorimetric leak testers
  • Signal generators
  • Industrial bench scales
  • Digital resistance thermometers
  • Resistivity meters
  • Compression testers
  • Continuity testers
  • Null-balance acceleration instruments
  • Plug gauges
  • Hydraulic pumps
  • Coordinate measuring machines CMM
  • Function generators
  • Viscometers
  • Resistance meters
  • Logic test systems
  • Eddy current flaw detectors
  • Height gauges
  • Accelerometers
  • Hipot testers
  • Impact toughness testers
  • Penetrant flaw detectors
  • Color spectrometers
  • Laser shearography flaw detectors
  • Backplane testers
  • Strain gauges
  • Laser thickness gauges
  • Overhead cranes
  • Holographic interferometers
  • Environmental chambers
  • Printed circuit board PCB testers
  • Pin gauges
  • Optical comparators
  • Eddy current probes
  • Frequency meters
  • Resonance acceleration instruments
  • Moisture meters
  • Pulse generators
  • Capacitive acceleration instruments
  • Verisurf 3Dgage
  • Manufacturing defect analyzers MDA
  • Tensile testers
  • Optical gauges
  • Thread gauges
  • Magnetic particle flaw detectors
  • Metallurgical microscopes
  • In-circuit testers
  • Personal computers
  • Mass flow leak testers
  • Direct current DC power testers
  • Linear or mixed signal equipment
  • Shock testers
  • Gloss meters
  • Magnetic induction acceleration instruments
  • Depth gauges

Alternative Job Titles